Dataset Versions
Versions
600 images with noise 1.0
v13
· 2 months ago
600 images with noise 0.5
v12
· 2 months ago
600 images with noise 0.3
v11
· 2 months ago
600 images with noise 0.1
v10
· 2 months ago
another 100 contrasted images
v9
· 2 months ago
added 100 contrasted images
v8
· 2 months ago
200 more thicker edges
v7
· 2 months ago
white grey and black background with thicker edges
v6
· 2 months ago
white grey and black background
v5
· 2 months ago
white and grey background
v4
· 2 months ago
white background with noise 0.3
v3
· 2 months ago
white background with noise 0.1
v2
· 2 months ago
white background
v1
· 2 months ago
v10
600 images with noise 0.1
Generated on Sep 12, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1440 Total Images
View All Images
Dataset Split
Train Set 88%
1260Images
Valid Set 13%
180Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Noise: Up to 0.1% of pixels